105 citations · 106 across the 3 of their papers we have counts for
4 papers · 1 filter
Hypernym Mercury: Token Optimization Through Semantic Field Constriction And Reconstruction From Hypernyms. A New Text Compression Method
Chris Forrester, Octavia Sulea
Compute optimization using token reduction of LLM prompts is an emerging task in the fields of NLP and next generation, agentic AI. In this white paper, we introduce a novel (paten…
Unsupervised Inflection Generation Using Neural Language Modeling
Octavia-Maria Sulea, Steve Young
The use of Deep Neural Network architectures for Language Modeling has recently seen a tremendous increase in interest in the field of NLP with the advent of transfer learning and…
Exploring the Use of Text Classification in the Legal Domain
Octavia-Maria Sulea, Marcos Zampieri, Shervin Malmasi +3
In this paper, we investigate the application of text classification methods to support law professionals. We present several experiments applying machine learning techniques to pr…
Predicting the Law Area and Decisions of French Supreme Court Cases
Octavia-Maria Sulea, Marcos Zampieri, Mihaela Vela +1
In this paper, we investigate the application of text classification methods to predict the law area and the decision of cases judged by the French Supreme Court. We also investiga…